Atlassian
Atlassian now sells both halves of agent work: the index agents read and the intent they execute.
Comparison · PM
Aha! vs Notion
A side-by-side editorial comparison of Aha! and Notion — release velocity, themes, recent moves, and the top alternatives to consider.
Aha! vs Notion: at a glance
What is Aha!?
Aha! is threading one AI assistant through every product it owns, and giving it a screen of its own.
Elle, the AI assistant across Aha! software, now has a dedicated screen in My work with persistent chat history, and teams can encode their own standards as skills Elle applies automatically. Its reach keeps widening across artifacts: whiteboard diagrams convert directly into clickable prototypes, and design systems carry brand colors, typography, and components into prototypes in Aha! Roadmaps so generated concepts arrive in house style. User groups let a single handle stand in for a team across mentions, to-dos, and watchers. The feed also carries CEO essays and competitor comparison posts alongside the release notes.
What is Notion?
Every release now lands on the agent: what triggers it, what it can reach, what it costs.
Since Notion 3.6 shipped External Agents, essentially the whole changelog has been agent infrastructure. Custom Agents gained a meeting-note trigger, calendar tools, and a one-click path to share docs into their context; Workers got usage tracking in the credits dashboard ahead of the beta ending; and the model picker now exposes scorecards for speed, intelligence and cost with a per-request effort dial. The one non-agent item in the window is high contrast mode.
Aha! vs Notion: editorial side-by-side
Aha!
6.3PM
Aha! is threading one AI assistant through every product it owns, and giving it a screen of its own.
◆ Current state
Elle, the AI assistant across Aha! software, now has a dedicated screen in My work with persistent chat history, and teams can encode their own standards as skills Elle applies automatically. Its reach keeps widening across artifacts: whiteboard diagrams convert directly into clickable prototypes, and design systems carry brand colors, typography, and components into prototypes in Aha! Roadmaps so generated concepts arrive in house style. User groups let a single handle stand in for a team across mentions, to-dos, and watchers. The feed also carries CEO essays and competitor comparison posts alongside the release notes.
◆ Where it's heading
The assistant is being promoted from a feature inside screens to a surface those screens orbit. Skills were the structural move — they turn team expertise into instructions Elle follows on every task, which is what makes an assistant usable in an organization with standards rather than only by individuals. Everything since has widened what Elle can reach without changing that foundation: journeys on whiteboards, whiteboards into prototypes, prototypes into design-system output. The through-line is the handoff between artifacts, which is where product work usually stalls, and the MCP server earlier in the year opened the same data to outside agents.
◆ Prediction
Expect the artifact chain to keep closing — prototypes feeding back into requirements or releases — and Elle skills to spread into the remaining Aha! products. The dedicated Elle screen will accumulate more of the work surface.
Notion
6.3PMCOMMS
Every release now lands on the agent: what triggers it, what it can reach, what it costs.
◆ Current state
Since Notion 3.6 shipped External Agents, essentially the whole changelog has been agent infrastructure. Custom Agents gained a meeting-note trigger, calendar tools, and a one-click path to share docs into their context; Workers got usage tracking in the credits dashboard ahead of the beta ending; and the model picker now exposes scorecards for speed, intelligence and cost with a per-request effort dial. The one non-agent item in the window is high contrast mode.
◆ Where it's heading
Notion is assembling the unglamorous half of an agent platform - triggers, permissions, connections, metering - rather than adding capabilities. The sequencing is deliberate: agents that can act on your calendar and fire off meeting notes need a permission model and a visible bill before anyone runs them on a team. Surfacing model cost and effort to the end user points the same way, pushing the spend decision down to whoever writes the prompt.
◆ Prediction
The Workers beta ending is the next dated event to watch, and pricing for it is the likeliest announcement; expect further agent triggers beyond meeting notes and more connected tool surfaces on the calendar pattern.
Alternatives to Aha! and Notion
Other PM products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Aha! or Notion.
ProdPad
ProdPad publishes weekly product-leadership essays and no release notes at all.
Teamhood
Teamhood's feed is an SEO comparison engine aimed at teams leaving other tools.
NocoBase
NocoBase back-ports its DeepSeek work to the 2.2.0 line and makes email sync survive a restart
Ever Teams
A numbered performance program surfaces between the automated CI tags
Hostaway
Hostaway builds out the direct-booking stack while tightening who sees what
Recent activity from Aha! and Notion
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 3d agoAha!Convert a whiteboard diagram to an interactive prototype
- 5d agoAha!CEO essay: ten ways PMs can keep pace with AI-accelerated engineering
- 6d agoAha!Use your design system when you create prototypes in Aha! Roadmaps
- 9d agoNotionModel selection, simplified
- 11d agoAha!Elle (the AI assistant) is now the focus of the My work screen
- 13d agoAha!Introducing skills for Elle in Aha! software ⚡
- 16d agoNotionShare context with Custom Agents from the Share menu
- 17d agoAha!Aha! Builder vs. Lovable: How to choose the best AI app-building software
- 23d agoNotionAI Meeting Notes can now trigger Custom Agents ⚡
- 24d agoNotionHigh contrast mode
- 1mo agoNotionWorkers, now in your Notion credits dashboard
- 1mo agoNotionNew calendar tools for your agent
Frequently asked questions
What is the difference between Aha! and Notion?
They serve adjacent needs but don't currently overlap on shipped themes. Aha! and Notion are shipping at a similar cadence (velocity 6.3 vs 6.3, both within Sparkpulse's "active" band). See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Aha! better than Notion?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Aha! and Notion are shipping at a similar cadence (velocity 6.3 vs 6.3, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other PM products to evaluate alongside.
What are the best alternatives to Aha!?
Top Aha! alternatives in PM are ranked by recent ship velocity. Browse the "Aha! alternatives" section above for the current picks, or visit /alternatives/aha for the full list with editorial commentary on each.
What are the best alternatives to Notion?
Top Notion alternatives in PM are ranked by recent ship velocity. Browse the "Notion alternatives" section above for the current picks, or visit /alternatives/notion for the full list with editorial commentary on each.